著者
金川 絵利子 岡留 剛
出版者
一般社団法人 人工知能学会
雑誌
人工知能学会論文誌 (ISSN:13460714)
巻号頁・発行日
vol.32, no.3, pp.F-G94_1-14, 2017-05-01 (Released:2017-05-01)
参考文献数
27

The subtree kernel and the information tree kernel defined here permit us to measure the syntactic characteristics and similarity of sentences. The subtree kernel is the total number of the common subtrees in two trees and the information tree kernel is defined as the total Shannon information contents contained in the common subtrees. The information tree kernel enables us to capture such structural characteristics peculiar to the styles of writers. The analyses using by these kernels reveal some syntactic characteristics and similarities of the Japanese 31 authors’ writing styles. In particular, the results of the analyses for the great five authors, Soseki Natume, Ryunosuke Akutagawa, Osamu Dazai, Nankiti Niimi, and Kenzi Miyazawa, show that, for example, (1) Natume more often writes a sentence of the dependency structure in which the same subtree structure occurs multiple times in the sentence. (2) Akutagawa more often uses the dependency structures for extra or detailed expressions that modifies a noun phrase than the others do. (3) Dazai often uses the dependency structures that consist of many shallow subtrees arranged in parallel, but the others seldom write sentences of the parallel subtree structures. (4) Niimi uses simpler dependency structures than Miyazawa does and Miyazawa writes short sentences in more various dependency structures.

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夏目漱石、芥川龍之介、太宰治、新美南吉、宮沢賢治のライティングスタイル⇒カーネル法による構文に着目した作家の文体の特徴づけと類似性分析 https://t.co/4BvLoCkAbw
金川絵利子・岡留剛 (2017). 「カーネル法による構文に着目した作家の文体の特徴づけと類似性分析」『人工知能学会論文誌,』32(3) https://t.co/J1DqO7l4fM 何かの和文論文集にも類似の論文が出てたよね。
金川絵利子, & 岡留剛. (2017). カーネル法による構文に着目した作家の文体の特徴づけと類似性分析. 人工知能学会論文誌, 32(3), F-G94_1. https://t.co/Gfq4AAxVkZ
面白かった…/https://t.co/SWSnNLzCpk

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